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<a href="default__gemm_8h.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno">    1</span>&#160;<span class="comment">/***************************************************************************************************</span></div><div class="line"><a name="l00002"></a><span class="lineno">    2</span>&#160;<span class="comment"> * Copyright (c) 2017-2019, NVIDIA CORPORATION.  All rights reserved.</span></div><div class="line"><a name="l00003"></a><span class="lineno">    3</span>&#160;<span class="comment"> *</span></div><div class="line"><a name="l00004"></a><span class="lineno">    4</span>&#160;<span class="comment"> * Redistribution and use in source and binary forms, with or without modification, are permitted</span></div><div class="line"><a name="l00005"></a><span class="lineno">    5</span>&#160;<span class="comment"> * provided that the following conditions are met:</span></div><div class="line"><a name="l00006"></a><span class="lineno">    6</span>&#160;<span class="comment"> *     * Redistributions of source code must retain the above copyright notice, this list of</span></div><div class="line"><a name="l00007"></a><span class="lineno">    7</span>&#160;<span class="comment"> *       conditions and the following disclaimer.</span></div><div class="line"><a name="l00008"></a><span class="lineno">    8</span>&#160;<span class="comment"> *     * Redistributions in binary form must reproduce the above copyright notice, this list of</span></div><div class="line"><a name="l00009"></a><span class="lineno">    9</span>&#160;<span class="comment"> *       conditions and the following disclaimer in the documentation and/or other materials</span></div><div class="line"><a name="l00010"></a><span class="lineno">   10</span>&#160;<span class="comment"> *       provided with the distribution.</span></div><div class="line"><a name="l00011"></a><span class="lineno">   11</span>&#160;<span class="comment"> *     * Neither the name of the NVIDIA CORPORATION nor the names of its contributors may be used</span></div><div class="line"><a name="l00012"></a><span class="lineno">   12</span>&#160;<span class="comment"> *       to endorse or promote products derived from this software without specific prior written</span></div><div class="line"><a name="l00013"></a><span class="lineno">   13</span>&#160;<span class="comment"> *       permission.</span></div><div class="line"><a name="l00014"></a><span class="lineno">   14</span>&#160;<span class="comment"> *</span></div><div class="line"><a name="l00015"></a><span class="lineno">   15</span>&#160;<span class="comment"> * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS &quot;AS IS&quot; AND ANY EXPRESS OR</span></div><div class="line"><a name="l00016"></a><span class="lineno">   16</span>&#160;<span class="comment"> * IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND</span></div><div class="line"><a name="l00017"></a><span class="lineno">   17</span>&#160;<span class="comment"> * FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL NVIDIA CORPORATION BE LIABLE</span></div><div class="line"><a name="l00018"></a><span class="lineno">   18</span>&#160;<span class="comment"> * FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING,</span></div><div class="line"><a name="l00019"></a><span class="lineno">   19</span>&#160;<span class="comment"> * BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS;</span></div><div class="line"><a name="l00020"></a><span class="lineno">   20</span>&#160;<span class="comment"> * OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT,</span></div><div class="line"><a name="l00021"></a><span class="lineno">   21</span>&#160;<span class="comment"> * STRICT LIABILITY, OR TOR (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE</span></div><div class="line"><a name="l00022"></a><span class="lineno">   22</span>&#160;<span class="comment"> * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.</span></div><div class="line"><a name="l00023"></a><span class="lineno">   23</span>&#160;<span class="comment"> *</span></div><div class="line"><a name="l00024"></a><span class="lineno">   24</span>&#160;<span class="comment"> **************************************************************************************************/</span></div><div class="line"><a name="l00025"></a><span class="lineno">   25</span>&#160;</div><div class="line"><a name="l00036"></a><span class="lineno">   36</span>&#160;<span class="preprocessor">#pragma once</span></div><div class="line"><a name="l00037"></a><span class="lineno">   37</span>&#160;</div><div class="line"><a name="l00038"></a><span class="lineno">   38</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="cutlass_8h.html">cutlass/cutlass.h</a>&quot;</span></div><div class="line"><a name="l00039"></a><span class="lineno">   39</span>&#160;</div><div class="line"><a name="l00040"></a><span class="lineno">   40</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="layout_2matrix_8h.html">cutlass/layout/matrix.h</a>&quot;</span></div><div class="line"><a name="l00041"></a><span class="lineno">   41</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="numeric__types_8h.html">cutlass/numeric_types.h</a>&quot;</span></div><div class="line"><a name="l00042"></a><span class="lineno">   42</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="wmma_8h.html">cutlass/arch/wmma.h</a>&quot;</span></div><div class="line"><a name="l00043"></a><span class="lineno">   43</span>&#160;</div><div class="line"><a name="l00044"></a><span class="lineno">   44</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="epilogue_8h.html">cutlass/epilogue/threadblock/epilogue.h</a>&quot;</span></div><div class="line"><a name="l00045"></a><span class="lineno">   45</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="linear__combination_8h.html">cutlass/epilogue/thread/linear_combination.h</a>&quot;</span></div><div class="line"><a name="l00046"></a><span class="lineno">   46</span>&#160;</div><div class="line"><a name="l00047"></a><span class="lineno">   47</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="include_2cutlass_2gemm_2gemm_8h.html">cutlass/gemm/gemm.h</a>&quot;</span></div><div class="line"><a name="l00048"></a><span class="lineno">   48</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="include_2cutlass_2gemm_2kernel_2gemm_8h.html">cutlass/gemm/kernel/gemm.h</a>&quot;</span></div><div class="line"><a name="l00049"></a><span class="lineno">   49</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="gemm__pipelined_8h.html">cutlass/gemm/kernel/gemm_pipelined.h</a>&quot;</span></div><div class="line"><a name="l00050"></a><span class="lineno">   50</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="default__mma__core__sm75_8h.html">cutlass/gemm/threadblock/default_mma_core_sm75.h</a>&quot;</span></div><div class="line"><a name="l00051"></a><span class="lineno">   51</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="default__mma__core__sm70_8h.html">cutlass/gemm/threadblock/default_mma_core_sm70.h</a>&quot;</span></div><div class="line"><a name="l00052"></a><span class="lineno">   52</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="default__mma_8h.html">cutlass/gemm/threadblock/default_mma.h</a>&quot;</span></div><div class="line"><a name="l00053"></a><span class="lineno">   53</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="default__mma__core__simt_8h.html">cutlass/gemm/threadblock/default_mma_core_simt.h</a>&quot;</span></div><div class="line"><a name="l00054"></a><span class="lineno">   54</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="gemm_2threadblock_2threadblock__swizzle_8h.html">cutlass/gemm/threadblock/threadblock_swizzle.h</a>&quot;</span></div><div class="line"><a name="l00055"></a><span class="lineno">   55</span>&#160;</div><div class="line"><a name="l00056"></a><span class="lineno">   56</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="default__epilogue__tensor__op_8h.html">cutlass/epilogue/threadblock/default_epilogue_tensor_op.h</a>&quot;</span></div><div class="line"><a name="l00057"></a><span class="lineno">   57</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="default__epilogue__volta__tensor__op_8h.html">cutlass/epilogue/threadblock/default_epilogue_volta_tensor_op.h</a>&quot;</span></div><div class="line"><a name="l00058"></a><span class="lineno">   58</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="default__epilogue__simt_8h.html">cutlass/epilogue/threadblock/default_epilogue_simt.h</a>&quot;</span></div><div class="line"><a name="l00059"></a><span class="lineno">   59</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="transform_2threadblock_2predicated__tile__iterator_8h.html">cutlass/transform/threadblock/predicated_tile_iterator.h</a>&quot;</span></div><div class="line"><a name="l00060"></a><span class="lineno">   60</span>&#160;</div><div class="line"><a name="l00061"></a><span class="lineno">   61</span>&#160;<span class="preprocessor">#if defined(CUTLASS_ARCH_WMMA_ENABLED)</span></div><div class="line"><a name="l00062"></a><span class="lineno">   62</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="default__epilogue__wmma__tensor__op_8h.html">cutlass/epilogue/threadblock/default_epilogue_wmma_tensor_op.h</a>&quot;</span></div><div class="line"><a name="l00063"></a><span class="lineno">   63</span>&#160;<span class="preprocessor">#endif //CUTLASS_ARCH_WMMA_ENABLED</span></div><div class="line"><a name="l00064"></a><span class="lineno">   64</span>&#160;</div><div class="line"><a name="l00065"></a><span class="lineno">   65</span>&#160;</div><div class="line"><a name="l00067"></a><span class="lineno">   67</span>&#160;</div><div class="line"><a name="l00068"></a><span class="lineno">   68</span>&#160;<span class="keyword">namespace </span><a class="code" href="namespacecutlass.html">cutlass</a> {</div><div class="line"><a name="l00069"></a><span class="lineno">   69</span>&#160;<span class="keyword">namespace </span>gemm {</div><div class="line"><a name="l00070"></a><span class="lineno"><a class="line" href="namespacecutlass_1_1gemm_1_1kernel.html">   70</a></span>&#160;<span class="keyword">namespace </span>kernel {</div><div class="line"><a name="l00071"></a><span class="lineno">   71</span>&#160;</div><div class="line"><a name="l00073"></a><span class="lineno">   73</span>&#160;</div><div class="line"><a name="l00074"></a><span class="lineno">   74</span>&#160;<span class="keyword">template</span> &lt;</div><div class="line"><a name="l00076"></a><span class="lineno">   76</span>&#160;    <span class="keyword">typename</span> ElementA_,</div><div class="line"><a name="l00078"></a><span class="lineno">   78</span>&#160;    <span class="keyword">typename</span> LayoutA_,</div><div class="line"><a name="l00080"></a><span class="lineno">   80</span>&#160;    <span class="keywordtype">int</span> kAlignmentA,</div><div class="line"><a name="l00082"></a><span class="lineno">   82</span>&#160;    <span class="keyword">typename</span> ElementB_,</div><div class="line"><a name="l00084"></a><span class="lineno">   84</span>&#160;    <span class="keyword">typename</span> LayoutB_,</div><div class="line"><a name="l00086"></a><span class="lineno">   86</span>&#160;    <span class="keywordtype">int</span> kAlignmentB,</div><div class="line"><a name="l00088"></a><span class="lineno">   88</span>&#160;    <span class="keyword">typename</span> ElementC_,</div><div class="line"><a name="l00090"></a><span class="lineno">   90</span>&#160;    <span class="keyword">typename</span> LayoutC_,</div><div class="line"><a name="l00092"></a><span class="lineno">   92</span>&#160;    <span class="keyword">typename</span> ElementAccumulator,</div><div class="line"><a name="l00094"></a><span class="lineno">   94</span>&#160;    <span class="keyword">typename</span> OperatorClass,</div><div class="line"><a name="l00096"></a><span class="lineno">   96</span>&#160;    <span class="keyword">typename</span> ArchTag,</div><div class="line"><a name="l00098"></a><span class="lineno">   98</span>&#160;    <span class="keyword">typename</span> ThreadblockShape,</div><div class="line"><a name="l00100"></a><span class="lineno">  100</span>&#160;    <span class="keyword">typename</span> WarpShape,</div><div class="line"><a name="l00102"></a><span class="lineno">  102</span>&#160;    <span class="keyword">typename</span> InstructionShape,</div><div class="line"><a name="l00104"></a><span class="lineno">  104</span>&#160;    <span class="keyword">typename</span> EpilogueOutputOp,</div><div class="line"><a name="l00106"></a><span class="lineno">  106</span>&#160;    <span class="keyword">typename</span> ThreadblockSwizzle,</div><div class="line"><a name="l00108"></a><span class="lineno">  108</span>&#160;    <span class="keywordtype">int</span> Stages,</div><div class="line"><a name="l00111"></a><span class="lineno">  111</span>&#160;    <span class="keywordtype">bool</span> SplitKSerial,</div><div class="line"><a name="l00113"></a><span class="lineno">  113</span>&#160;    <span class="keyword">typename</span> Operator,</div><div class="line"><a name="l00115"></a><span class="lineno">  115</span>&#160;    <span class="keywordtype">bool</span> IsBetaZero = <span class="keyword">false</span>&gt;</div><div class="line"><a name="l00116"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm.html">  116</a></span>&#160;<span class="keyword">struct </span><a class="code" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm.html">DefaultGemm</a>;</div><div class="line"><a name="l00117"></a><span class="lineno">  117</span>&#160;</div><div class="line"><a name="l00120"></a><span class="lineno">  120</span>&#160;<span class="keyword">template</span> &lt;</div><div class="line"><a name="l00122"></a><span class="lineno">  122</span>&#160;  <span class="keyword">typename</span> ElementA,</div><div class="line"><a name="l00124"></a><span class="lineno">  124</span>&#160;  <span class="keyword">typename</span> LayoutA,</div><div class="line"><a name="l00126"></a><span class="lineno">  126</span>&#160;  <span class="keywordtype">int</span> kAlignmentA,</div><div class="line"><a name="l00128"></a><span class="lineno">  128</span>&#160;  <span class="keyword">typename</span> ElementB,</div><div class="line"><a name="l00130"></a><span class="lineno">  130</span>&#160;  <span class="keyword">typename</span> LayoutB,</div><div class="line"><a name="l00132"></a><span class="lineno">  132</span>&#160;  <span class="keywordtype">int</span> kAlignmentB,</div><div class="line"><a name="l00134"></a><span class="lineno">  134</span>&#160;  <span class="keyword">typename</span> ElementC,</div><div class="line"><a name="l00136"></a><span class="lineno">  136</span>&#160;  <span class="keyword">typename</span> ElementAccumulator,</div><div class="line"><a name="l00138"></a><span class="lineno">  138</span>&#160;  <span class="keyword">typename</span> ThreadblockShape,</div><div class="line"><a name="l00140"></a><span class="lineno">  140</span>&#160;  <span class="keyword">typename</span> WarpShape,</div><div class="line"><a name="l00142"></a><span class="lineno">  142</span>&#160;  <span class="keyword">typename</span> InstructionShape,</div><div class="line"><a name="l00144"></a><span class="lineno">  144</span>&#160;  <span class="keyword">typename</span> EpilogueOutputOp,</div><div class="line"><a name="l00146"></a><span class="lineno">  146</span>&#160;  <span class="keyword">typename</span> ThreadblockSwizzle,</div><div class="line"><a name="l00148"></a><span class="lineno">  148</span>&#160;  <span class="keywordtype">bool</span> SplitKSerial,</div><div class="line"><a name="l00150"></a><span class="lineno">  150</span>&#160;  <span class="keyword">typename</span> Operator</div><div class="line"><a name="l00151"></a><span class="lineno">  151</span>&#160;&gt;</div><div class="line"><a name="l00152"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01LayoutA_00_01kAlignmentA_00_01E5d78d37a9ae2ec08d7d477d571df036e.html">  152</a></span>&#160;<span class="keyword">struct </span><a class="code" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm.html">DefaultGemm</a>&lt;</div><div class="line"><a name="l00153"></a><span class="lineno">  153</span>&#160;  ElementA, LayoutA, kAlignmentA,</div><div class="line"><a name="l00154"></a><span class="lineno">  154</span>&#160;  ElementB, LayoutB, kAlignmentB,</div><div class="line"><a name="l00155"></a><span class="lineno">  155</span>&#160;  ElementC, layout::RowMajor,</div><div class="line"><a name="l00156"></a><span class="lineno">  156</span>&#160;  ElementAccumulator,</div><div class="line"><a name="l00157"></a><span class="lineno">  157</span>&#160;  arch::OpClassTensorOp,</div><div class="line"><a name="l00158"></a><span class="lineno">  158</span>&#160;  <a class="code" href="structcutlass_1_1arch_1_1Sm75.html">arch::Sm75</a>,</div><div class="line"><a name="l00159"></a><span class="lineno">  159</span>&#160;  ThreadblockShape,</div><div class="line"><a name="l00160"></a><span class="lineno">  160</span>&#160;  WarpShape,</div><div class="line"><a name="l00161"></a><span class="lineno">  161</span>&#160;  InstructionShape,</div><div class="line"><a name="l00162"></a><span class="lineno">  162</span>&#160;  EpilogueOutputOp,</div><div class="line"><a name="l00163"></a><span class="lineno">  163</span>&#160;  ThreadblockSwizzle,</div><div class="line"><a name="l00164"></a><span class="lineno">  164</span>&#160;  2,</div><div class="line"><a name="l00165"></a><span class="lineno">  165</span>&#160;  SplitKSerial,</div><div class="line"><a name="l00166"></a><span class="lineno">  166</span>&#160;  Operator</div><div class="line"><a name="l00167"></a><span class="lineno">  167</span>&#160;&gt; {</div><div class="line"><a name="l00168"></a><span class="lineno">  168</span>&#160;</div><div class="line"><a name="l00170"></a><span class="lineno">  170</span>&#160;  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01LayoutA_00_01kAlignmentA_00_01E5d78d37a9ae2ec08d7d477d571df036e.html#a04323cdfbd5109ceabcb5bf31d435798">Mma</a> = <span class="keyword">typename</span> <a class="code" href="structcutlass_1_1gemm_1_1threadblock_1_1DefaultMma.html">cutlass::gemm::threadblock::DefaultMma</a>&lt;</div><div class="line"><a name="l00171"></a><span class="lineno">  171</span>&#160;    ElementA,</div><div class="line"><a name="l00172"></a><span class="lineno">  172</span>&#160;    LayoutA,</div><div class="line"><a name="l00173"></a><span class="lineno">  173</span>&#160;    kAlignmentA,</div><div class="line"><a name="l00174"></a><span class="lineno">  174</span>&#160;    ElementB,</div><div class="line"><a name="l00175"></a><span class="lineno">  175</span>&#160;    LayoutB,</div><div class="line"><a name="l00176"></a><span class="lineno">  176</span>&#160;    kAlignmentB,</div><div class="line"><a name="l00177"></a><span class="lineno">  177</span>&#160;    ElementAccumulator,</div><div class="line"><a name="l00178"></a><span class="lineno">  178</span>&#160;    <a class="code" href="classcutlass_1_1layout_1_1RowMajor.html">layout::RowMajor</a>,</div><div class="line"><a name="l00179"></a><span class="lineno">  179</span>&#160;    arch::OpClassTensorOp,</div><div class="line"><a name="l00180"></a><span class="lineno">  180</span>&#160;    <a class="code" href="structcutlass_1_1arch_1_1Sm75.html">arch::Sm75</a>,</div><div class="line"><a name="l00181"></a><span class="lineno">  181</span>&#160;    ThreadblockShape,</div><div class="line"><a name="l00182"></a><span class="lineno">  182</span>&#160;    WarpShape,</div><div class="line"><a name="l00183"></a><span class="lineno">  183</span>&#160;    InstructionShape,</div><div class="line"><a name="l00184"></a><span class="lineno">  184</span>&#160;    2,</div><div class="line"><a name="l00185"></a><span class="lineno">  185</span>&#160;    Operator</div><div class="line"><a name="l00186"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01LayoutA_00_01kAlignmentA_00_01E5d78d37a9ae2ec08d7d477d571df036e.html#a04323cdfbd5109ceabcb5bf31d435798">  186</a></span>&#160;  &gt;::ThreadblockMma;</div><div class="line"><a name="l00187"></a><span class="lineno">  187</span>&#160;</div><div class="line"><a name="l00188"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01LayoutA_00_01kAlignmentA_00_01E5d78d37a9ae2ec08d7d477d571df036e.html#a2a1ca042219b933bab25404b2753bbe3">  188</a></span>&#160;  <span class="keyword">static</span> <span class="keyword">const</span> <span class="keywordtype">int</span> kPartitionsK = ThreadblockShape::kK / WarpShape::kK;</div><div class="line"><a name="l00189"></a><span class="lineno">  189</span>&#160;</div><div class="line"><a name="l00191"></a><span class="lineno">  191</span>&#160;  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01LayoutA_00_01kAlignmentA_00_01E5d78d37a9ae2ec08d7d477d571df036e.html#ac17af6195623850c325a2807e09f6b16">Epilogue</a> = <span class="keyword">typename</span> <a class="code" href="structcutlass_1_1epilogue_1_1threadblock_1_1DefaultEpilogueTensorOp.html">cutlass::epilogue::threadblock::DefaultEpilogueTensorOp</a>&lt;</div><div class="line"><a name="l00192"></a><span class="lineno">  192</span>&#160;    ThreadblockShape,</div><div class="line"><a name="l00193"></a><span class="lineno">  193</span>&#160;    <span class="keyword">typename</span> Mma::Operator,</div><div class="line"><a name="l00194"></a><span class="lineno">  194</span>&#160;    kPartitionsK,</div><div class="line"><a name="l00195"></a><span class="lineno">  195</span>&#160;    EpilogueOutputOp,</div><div class="line"><a name="l00196"></a><span class="lineno">  196</span>&#160;    EpilogueOutputOp::kCount</div><div class="line"><a name="l00197"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01LayoutA_00_01kAlignmentA_00_01E5d78d37a9ae2ec08d7d477d571df036e.html#ac17af6195623850c325a2807e09f6b16">  197</a></span>&#160;  &gt;<a class="code" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01LayoutA_00_01kAlignmentA_00_01E5d78d37a9ae2ec08d7d477d571df036e.html#ac17af6195623850c325a2807e09f6b16">::Epilogue</a>;</div><div class="line"><a name="l00198"></a><span class="lineno">  198</span>&#160;</div><div class="line"><a name="l00200"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01LayoutA_00_01kAlignmentA_00_01E5d78d37a9ae2ec08d7d477d571df036e.html#a98863a7f40c0324093a4f2cd5e988ab8">  200</a></span>&#160;  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1kernel_1_1Gemm.html">GemmKernel</a> = <a class="code" href="structcutlass_1_1gemm_1_1kernel_1_1Gemm.html">kernel::Gemm&lt;Mma, Epilogue, ThreadblockSwizzle, SplitKSerial&gt;</a>;</div><div class="line"><a name="l00201"></a><span class="lineno">  201</span>&#160;};</div><div class="line"><a name="l00202"></a><span class="lineno">  202</span>&#160;</div><div class="line"><a name="l00205"></a><span class="lineno">  205</span>&#160;<span class="keyword">template</span> &lt;</div><div class="line"><a name="l00207"></a><span class="lineno">  207</span>&#160;    <span class="keyword">typename</span> ElementA,</div><div class="line"><a name="l00209"></a><span class="lineno">  209</span>&#160;    <span class="keywordtype">int</span> kAlignmentA,</div><div class="line"><a name="l00211"></a><span class="lineno">  211</span>&#160;    <span class="keyword">typename</span> ElementB,</div><div class="line"><a name="l00213"></a><span class="lineno">  213</span>&#160;    <span class="keywordtype">int</span> kAlignmentB,</div><div class="line"><a name="l00215"></a><span class="lineno">  215</span>&#160;    <span class="keyword">typename</span> ElementC,</div><div class="line"><a name="l00217"></a><span class="lineno">  217</span>&#160;    <span class="keyword">typename</span> ThreadblockShape,</div><div class="line"><a name="l00219"></a><span class="lineno">  219</span>&#160;    <span class="keyword">typename</span> WarpShape,</div><div class="line"><a name="l00221"></a><span class="lineno">  221</span>&#160;    <span class="keyword">typename</span> InstructionShape,</div><div class="line"><a name="l00223"></a><span class="lineno">  223</span>&#160;    <span class="keyword">typename</span> EpilogueOutputOp,</div><div class="line"><a name="l00225"></a><span class="lineno">  225</span>&#160;    <span class="keyword">typename</span> ThreadblockSwizzle,</div><div class="line"><a name="l00227"></a><span class="lineno">  227</span>&#160;    <span class="keywordtype">int</span> InterleavedK,</div><div class="line"><a name="l00230"></a><span class="lineno">  230</span>&#160;    <span class="keywordtype">bool</span> SplitKSerial,</div><div class="line"><a name="l00232"></a><span class="lineno">  232</span>&#160;    <span class="keyword">typename</span> Operator,</div><div class="line"><a name="l00234"></a><span class="lineno">  234</span>&#160;    <span class="keywordtype">bool</span> IsBetaZero&gt;</div><div class="line"><a name="l00235"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01layout_1_1ColumnMajorInterleave661fe54d13cc2c9153dcdf31e4beaa30.html">  235</a></span>&#160;<span class="keyword">struct </span><a class="code" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm.html">DefaultGemm</a>&lt;ElementA, layout::ColumnMajorInterleaved&lt;InterleavedK&gt;,</div><div class="line"><a name="l00236"></a><span class="lineno">  236</span>&#160;                   kAlignmentA, ElementB,</div><div class="line"><a name="l00237"></a><span class="lineno">  237</span>&#160;                   <a class="code" href="structcutlass_1_1layout_1_1RowMajorInterleaved.html">layout::RowMajorInterleaved</a>&lt;InterleavedK&gt;, kAlignmentB,</div><div class="line"><a name="l00238"></a><span class="lineno">  238</span>&#160;                   ElementC, <a class="code" href="structcutlass_1_1layout_1_1ColumnMajorInterleaved.html">layout::ColumnMajorInterleaved</a>&lt;InterleavedK&gt;,</div><div class="line"><a name="l00239"></a><span class="lineno">  239</span>&#160;                   int32_t, arch::OpClassTensorOp, <a class="code" href="structcutlass_1_1arch_1_1Sm75.html">arch::Sm75</a>, ThreadblockShape,</div><div class="line"><a name="l00240"></a><span class="lineno">  240</span>&#160;                   WarpShape, InstructionShape, EpilogueOutputOp,</div><div class="line"><a name="l00241"></a><span class="lineno">  241</span>&#160;                   ThreadblockSwizzle, 2, SplitKSerial, Operator, IsBetaZero&gt; {</div><div class="line"><a name="l00242"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01layout_1_1ColumnMajorInterleave661fe54d13cc2c9153dcdf31e4beaa30.html#a191985619d1f91de3261c6fcb13a7756">  242</a></span>&#160;  <span class="keyword">using</span> LayoutA = <a class="code" href="structcutlass_1_1layout_1_1ColumnMajorInterleaved.html">layout::ColumnMajorInterleaved&lt;InterleavedK&gt;</a>;</div><div class="line"><a name="l00243"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01layout_1_1ColumnMajorInterleave661fe54d13cc2c9153dcdf31e4beaa30.html#a8a5df77ecc67dd02845c94037d1189ab">  243</a></span>&#160;  <span class="keyword">using</span> LayoutB = <a class="code" href="structcutlass_1_1layout_1_1RowMajorInterleaved.html">layout::RowMajorInterleaved&lt;InterleavedK&gt;</a>;</div><div class="line"><a name="l00244"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01layout_1_1ColumnMajorInterleave661fe54d13cc2c9153dcdf31e4beaa30.html#ade9ce4cd8a7c4b66d7c89a57e9cd9dad">  244</a></span>&#160;  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1layout_1_1ColumnMajorInterleaved.html">LayoutC</a> = <a class="code" href="structcutlass_1_1layout_1_1ColumnMajorInterleaved.html">layout::ColumnMajorInterleaved&lt;InterleavedK&gt;</a>;</div><div class="line"><a name="l00245"></a><span class="lineno">  245</span>&#160;</div><div class="line"><a name="l00246"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01layout_1_1ColumnMajorInterleave661fe54d13cc2c9153dcdf31e4beaa30.html#a4551950e0a9894f68597dfd00ab0ba5e">  246</a></span>&#160;  <span class="keyword">using</span> ElementAccumulator = int32_t;</div><div class="line"><a name="l00247"></a><span class="lineno">  247</span>&#160;</div><div class="line"><a name="l00249"></a><span class="lineno">  249</span>&#160;  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01layout_1_1ColumnMajorInterleave661fe54d13cc2c9153dcdf31e4beaa30.html#a3ff721fd6df7783d2481ff466ef9041b">Mma</a> = <span class="keyword">typename</span> <a class="code" href="structcutlass_1_1gemm_1_1threadblock_1_1DefaultMma.html">cutlass::gemm::threadblock::DefaultMma</a>&lt;</div><div class="line"><a name="l00250"></a><span class="lineno">  250</span>&#160;      ElementA, LayoutA, kAlignmentA, ElementB, LayoutB, kAlignmentB, ElementAccumulator, <a class="code" href="structcutlass_1_1layout_1_1ColumnMajorInterleaved.html">LayoutC</a>,</div><div class="line"><a name="l00251"></a><span class="lineno">  251</span>&#160;      arch::OpClassTensorOp, <a class="code" href="structcutlass_1_1arch_1_1Sm75.html">arch::Sm75</a>, ThreadblockShape, WarpShape,</div><div class="line"><a name="l00252"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01layout_1_1ColumnMajorInterleave661fe54d13cc2c9153dcdf31e4beaa30.html#a3ff721fd6df7783d2481ff466ef9041b">  252</a></span>&#160;      InstructionShape, 2, Operator, <span class="keyword">true</span>&gt;::ThreadblockMma;</div><div class="line"><a name="l00253"></a><span class="lineno">  253</span>&#160;</div><div class="line"><a name="l00254"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01layout_1_1ColumnMajorInterleave661fe54d13cc2c9153dcdf31e4beaa30.html#af94be2526f82454dbd71d94c9b46b57b">  254</a></span>&#160;  <span class="keyword">static</span> <span class="keyword">const</span> <span class="keywordtype">int</span> kPartitionsK = ThreadblockShape::kK / WarpShape::kK;</div><div class="line"><a name="l00255"></a><span class="lineno">  255</span>&#160;</div><div class="line"><a name="l00257"></a><span class="lineno">  257</span>&#160;  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01layout_1_1ColumnMajorInterleave661fe54d13cc2c9153dcdf31e4beaa30.html#a783138201801f2fa054aa7bc21a8933b">Epilogue</a> = <span class="keyword">typename</span> <a class="code" href="structcutlass_1_1epilogue_1_1threadblock_1_1DefaultInterleavedEpilogueTensorOp.html">cutlass::epilogue::threadblock::</a></div><div class="line"><a name="l00258"></a><span class="lineno">  258</span>&#160;<a class="code" href="structcutlass_1_1epilogue_1_1threadblock_1_1DefaultInterleavedEpilogueTensorOp.html">      DefaultInterleavedEpilogueTensorOp</a>&lt;</div><div class="line"><a name="l00259"></a><span class="lineno">  259</span>&#160;          ThreadblockShape, <span class="keyword">typename</span> Mma::Operator, kPartitionsK, EpilogueOutputOp,</div><div class="line"><a name="l00260"></a><span class="lineno">  260</span>&#160;          64 / <a class="code" href="structcutlass_1_1sizeof__bits.html">sizeof_bits&lt;ElementC&gt;::value</a>, InterleavedK,</div><div class="line"><a name="l00261"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01layout_1_1ColumnMajorInterleave661fe54d13cc2c9153dcdf31e4beaa30.html#a783138201801f2fa054aa7bc21a8933b">  261</a></span>&#160;          IsBetaZero&gt;<a class="code" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01layout_1_1ColumnMajorInterleave661fe54d13cc2c9153dcdf31e4beaa30.html#a783138201801f2fa054aa7bc21a8933b">::Epilogue</a>;</div><div class="line"><a name="l00262"></a><span class="lineno">  262</span>&#160;</div><div class="line"><a name="l00264"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01layout_1_1ColumnMajorInterleave661fe54d13cc2c9153dcdf31e4beaa30.html#a97df542c9052ea6a72972aedfd3b3d7e">  264</a></span>&#160;  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1kernel_1_1Gemm.html">GemmKernel</a> = <a class="code" href="structcutlass_1_1gemm_1_1kernel_1_1Gemm.html">kernel::Gemm&lt;Mma, Epilogue, ThreadblockSwizzle, SplitKSerial&gt;</a>;</div><div class="line"><a name="l00265"></a><span class="lineno">  265</span>&#160;};</div><div class="line"><a name="l00266"></a><span class="lineno">  266</span>&#160;</div><div class="line"><a name="l00268"></a><span class="lineno">  268</span>&#160;</div><div class="line"><a name="l00269"></a><span class="lineno">  269</span>&#160;</div><div class="line"><a name="l00271"></a><span class="lineno">  271</span>&#160;<span class="keyword">template</span> &lt;</div><div class="line"><a name="l00273"></a><span class="lineno">  273</span>&#160;  <span class="keyword">typename</span> ElementA,</div><div class="line"><a name="l00275"></a><span class="lineno">  275</span>&#160;  <span class="keyword">typename</span> LayoutA,</div><div class="line"><a name="l00277"></a><span class="lineno">  277</span>&#160;  <span class="keywordtype">int</span> kAlignmentA,</div><div class="line"><a name="l00279"></a><span class="lineno">  279</span>&#160;  <span class="keyword">typename</span> ElementB,</div><div class="line"><a name="l00281"></a><span class="lineno">  281</span>&#160;  <span class="keyword">typename</span> LayoutB,</div><div class="line"><a name="l00283"></a><span class="lineno">  283</span>&#160;  <span class="keywordtype">int</span> kAlignmentB,</div><div class="line"><a name="l00285"></a><span class="lineno">  285</span>&#160;  <span class="keyword">typename</span> ElementC,</div><div class="line"><a name="l00287"></a><span class="lineno">  287</span>&#160;  <span class="keyword">typename</span> ElementAccumulator,</div><div class="line"><a name="l00289"></a><span class="lineno">  289</span>&#160;  <span class="keyword">typename</span> ThreadblockShape,</div><div class="line"><a name="l00291"></a><span class="lineno">  291</span>&#160;  <span class="keyword">typename</span> WarpShape,</div><div class="line"><a name="l00293"></a><span class="lineno">  293</span>&#160;  <span class="keyword">typename</span> EpilogueOutputOp,</div><div class="line"><a name="l00295"></a><span class="lineno">  295</span>&#160;  <span class="keyword">typename</span> ThreadblockSwizzle,</div><div class="line"><a name="l00297"></a><span class="lineno">  297</span>&#160;  <span class="keywordtype">bool</span> SplitKSerial,</div><div class="line"><a name="l00299"></a><span class="lineno">  299</span>&#160;  <span class="keyword">typename</span> Operator</div><div class="line"><a name="l00300"></a><span class="lineno">  300</span>&#160;&gt;</div><div class="line"><a name="l00301"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01LayoutA_00_01kAlignmentA_00_01E044b039b2fe402f29b04a9f5feee5342.html">  301</a></span>&#160;<span class="keyword">struct </span><a class="code" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm.html">DefaultGemm</a>&lt;</div><div class="line"><a name="l00302"></a><span class="lineno">  302</span>&#160;  ElementA, LayoutA, kAlignmentA,</div><div class="line"><a name="l00303"></a><span class="lineno">  303</span>&#160;  ElementB, LayoutB, kAlignmentB,</div><div class="line"><a name="l00304"></a><span class="lineno">  304</span>&#160;  ElementC, layout::RowMajor,</div><div class="line"><a name="l00305"></a><span class="lineno">  305</span>&#160;  ElementAccumulator,</div><div class="line"><a name="l00306"></a><span class="lineno">  306</span>&#160;  arch::OpClassTensorOp,</div><div class="line"><a name="l00307"></a><span class="lineno">  307</span>&#160;  <a class="code" href="structcutlass_1_1arch_1_1Sm70.html">arch::Sm70</a>,</div><div class="line"><a name="l00308"></a><span class="lineno">  308</span>&#160;  ThreadblockShape,</div><div class="line"><a name="l00309"></a><span class="lineno">  309</span>&#160;  WarpShape,</div><div class="line"><a name="l00310"></a><span class="lineno">  310</span>&#160;  <a class="code" href="structcutlass_1_1gemm_1_1GemmShape.html">GemmShape</a>&lt;8, 8, 4&gt;,</div><div class="line"><a name="l00311"></a><span class="lineno">  311</span>&#160;  EpilogueOutputOp,</div><div class="line"><a name="l00312"></a><span class="lineno">  312</span>&#160;  ThreadblockSwizzle,</div><div class="line"><a name="l00313"></a><span class="lineno">  313</span>&#160;  2,</div><div class="line"><a name="l00314"></a><span class="lineno">  314</span>&#160;  SplitKSerial,</div><div class="line"><a name="l00315"></a><span class="lineno">  315</span>&#160;  Operator</div><div class="line"><a name="l00316"></a><span class="lineno">  316</span>&#160;&gt; {</div><div class="line"><a name="l00317"></a><span class="lineno">  317</span>&#160;</div><div class="line"><a name="l00319"></a><span class="lineno">  319</span>&#160;  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01LayoutA_00_01kAlignmentA_00_01E044b039b2fe402f29b04a9f5feee5342.html#aa24fd6fd5e9ab4de4e0edec3226e044b">Mma</a> = <span class="keyword">typename</span> <a class="code" href="structcutlass_1_1gemm_1_1threadblock_1_1DefaultMma.html">cutlass::gemm::threadblock::DefaultMma</a>&lt;</div><div class="line"><a name="l00320"></a><span class="lineno">  320</span>&#160;    ElementA,</div><div class="line"><a name="l00321"></a><span class="lineno">  321</span>&#160;    LayoutA,</div><div class="line"><a name="l00322"></a><span class="lineno">  322</span>&#160;    kAlignmentA,</div><div class="line"><a name="l00323"></a><span class="lineno">  323</span>&#160;    ElementB,</div><div class="line"><a name="l00324"></a><span class="lineno">  324</span>&#160;    LayoutB,</div><div class="line"><a name="l00325"></a><span class="lineno">  325</span>&#160;    kAlignmentB,</div><div class="line"><a name="l00326"></a><span class="lineno">  326</span>&#160;    ElementAccumulator,</div><div class="line"><a name="l00327"></a><span class="lineno">  327</span>&#160;    <a class="code" href="classcutlass_1_1layout_1_1RowMajor.html">layout::RowMajor</a>,</div><div class="line"><a name="l00328"></a><span class="lineno">  328</span>&#160;    arch::OpClassTensorOp,</div><div class="line"><a name="l00329"></a><span class="lineno">  329</span>&#160;    <a class="code" href="structcutlass_1_1arch_1_1Sm70.html">arch::Sm70</a>,</div><div class="line"><a name="l00330"></a><span class="lineno">  330</span>&#160;    ThreadblockShape,</div><div class="line"><a name="l00331"></a><span class="lineno">  331</span>&#160;    WarpShape,</div><div class="line"><a name="l00332"></a><span class="lineno">  332</span>&#160;    <a class="code" href="structcutlass_1_1gemm_1_1GemmShape.html">GemmShape&lt;8, 8, 4&gt;</a>,</div><div class="line"><a name="l00333"></a><span class="lineno">  333</span>&#160;    2,</div><div class="line"><a name="l00334"></a><span class="lineno">  334</span>&#160;    Operator</div><div class="line"><a name="l00335"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01LayoutA_00_01kAlignmentA_00_01E044b039b2fe402f29b04a9f5feee5342.html#aa24fd6fd5e9ab4de4e0edec3226e044b">  335</a></span>&#160;  &gt;::ThreadblockMma;</div><div class="line"><a name="l00336"></a><span class="lineno">  336</span>&#160;</div><div class="line"><a name="l00337"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01LayoutA_00_01kAlignmentA_00_01E044b039b2fe402f29b04a9f5feee5342.html#a2ba377a0d4fedf2373b43407c7d67507">  337</a></span>&#160;  <span class="keyword">static</span> <span class="keyword">const</span> <span class="keywordtype">int</span> kPartitionsK = ThreadblockShape::kK / WarpShape::kK;</div><div class="line"><a name="l00338"></a><span class="lineno">  338</span>&#160;</div><div class="line"><a name="l00340"></a><span class="lineno">  340</span>&#160;  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01LayoutA_00_01kAlignmentA_00_01E044b039b2fe402f29b04a9f5feee5342.html#a39c63f9ec6ae91ac66ff51f7e132b27d">Epilogue</a> = <span class="keyword">typename</span> <a class="code" href="structcutlass_1_1epilogue_1_1threadblock_1_1DefaultEpilogueVoltaTensorOp.html">cutlass::epilogue::threadblock::DefaultEpilogueVoltaTensorOp</a>&lt;</div><div class="line"><a name="l00341"></a><span class="lineno">  341</span>&#160;    ThreadblockShape,</div><div class="line"><a name="l00342"></a><span class="lineno">  342</span>&#160;    <span class="keyword">typename</span> Mma::Operator,</div><div class="line"><a name="l00343"></a><span class="lineno">  343</span>&#160;    kPartitionsK,</div><div class="line"><a name="l00344"></a><span class="lineno">  344</span>&#160;    EpilogueOutputOp,</div><div class="line"><a name="l00345"></a><span class="lineno">  345</span>&#160;    EpilogueOutputOp::kCount</div><div class="line"><a name="l00346"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01LayoutA_00_01kAlignmentA_00_01E044b039b2fe402f29b04a9f5feee5342.html#a39c63f9ec6ae91ac66ff51f7e132b27d">  346</a></span>&#160;  &gt;<a class="code" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01LayoutA_00_01kAlignmentA_00_01E044b039b2fe402f29b04a9f5feee5342.html#a39c63f9ec6ae91ac66ff51f7e132b27d">::Epilogue</a>;</div><div class="line"><a name="l00347"></a><span class="lineno">  347</span>&#160;</div><div class="line"><a name="l00349"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01LayoutA_00_01kAlignmentA_00_01E044b039b2fe402f29b04a9f5feee5342.html#a4082381a6409757ed048517dfdb93b91">  349</a></span>&#160;  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1kernel_1_1Gemm.html">GemmKernel</a> = <a class="code" href="structcutlass_1_1gemm_1_1kernel_1_1Gemm.html">kernel::Gemm&lt;Mma, Epilogue, ThreadblockSwizzle, SplitKSerial&gt;</a>;</div><div class="line"><a name="l00350"></a><span class="lineno">  350</span>&#160;};</div><div class="line"><a name="l00351"></a><span class="lineno">  351</span>&#160;</div><div class="line"><a name="l00353"></a><span class="lineno">  353</span>&#160;</div><div class="line"><a name="l00355"></a><span class="lineno">  355</span>&#160;<span class="keyword">template</span> &lt;</div><div class="line"><a name="l00357"></a><span class="lineno">  357</span>&#160;    <span class="keyword">typename</span> ElementA,</div><div class="line"><a name="l00359"></a><span class="lineno">  359</span>&#160;    <span class="keyword">typename</span> LayoutA,</div><div class="line"><a name="l00361"></a><span class="lineno">  361</span>&#160;    <span class="keywordtype">int</span> kAlignmentA,</div><div class="line"><a name="l00363"></a><span class="lineno">  363</span>&#160;    <span class="keyword">typename</span> ElementB,</div><div class="line"><a name="l00365"></a><span class="lineno">  365</span>&#160;    <span class="keyword">typename</span> LayoutB,</div><div class="line"><a name="l00367"></a><span class="lineno">  367</span>&#160;    <span class="keywordtype">int</span> kAlignmentB,</div><div class="line"><a name="l00369"></a><span class="lineno">  369</span>&#160;    <span class="keyword">typename</span> ElementC,</div><div class="line"><a name="l00371"></a><span class="lineno">  371</span>&#160;    <span class="keyword">typename</span> ElementAccumulator,</div><div class="line"><a name="l00373"></a><span class="lineno">  373</span>&#160;    <span class="keyword">typename</span> ArchTag,</div><div class="line"><a name="l00375"></a><span class="lineno">  375</span>&#160;    <span class="keyword">typename</span> ThreadblockShape,</div><div class="line"><a name="l00377"></a><span class="lineno">  377</span>&#160;    <span class="keyword">typename</span> WarpShape,</div><div class="line"><a name="l00379"></a><span class="lineno">  379</span>&#160;    <span class="keyword">typename</span> EpilogueOutputOp,</div><div class="line"><a name="l00381"></a><span class="lineno">  381</span>&#160;    <span class="keyword">typename</span> ThreadblockSwizzle,</div><div class="line"><a name="l00383"></a><span class="lineno">  383</span>&#160;    <span class="keywordtype">bool</span> SplitKSerial,</div><div class="line"><a name="l00385"></a><span class="lineno">  385</span>&#160;    <span class="keyword">typename</span> Operator</div><div class="line"><a name="l00386"></a><span class="lineno">  386</span>&#160;  &gt;</div><div class="line"><a name="l00387"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01LayoutA_00_01kAlignmentA_00_01Edd80343e6570718ed237122e4ebf7fb5.html">  387</a></span>&#160;<span class="keyword">struct </span><a class="code" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm.html">DefaultGemm</a>&lt;</div><div class="line"><a name="l00388"></a><span class="lineno">  388</span>&#160;    ElementA,</div><div class="line"><a name="l00389"></a><span class="lineno">  389</span>&#160;    LayoutA,</div><div class="line"><a name="l00390"></a><span class="lineno">  390</span>&#160;    kAlignmentA,</div><div class="line"><a name="l00391"></a><span class="lineno">  391</span>&#160;    ElementB,</div><div class="line"><a name="l00392"></a><span class="lineno">  392</span>&#160;    LayoutB,</div><div class="line"><a name="l00393"></a><span class="lineno">  393</span>&#160;    kAlignmentB,</div><div class="line"><a name="l00394"></a><span class="lineno">  394</span>&#160;    ElementC,</div><div class="line"><a name="l00395"></a><span class="lineno">  395</span>&#160;    layout::RowMajor,</div><div class="line"><a name="l00396"></a><span class="lineno">  396</span>&#160;    ElementAccumulator,</div><div class="line"><a name="l00397"></a><span class="lineno">  397</span>&#160;    arch::OpClassSimt,</div><div class="line"><a name="l00398"></a><span class="lineno">  398</span>&#160;    ArchTag,</div><div class="line"><a name="l00399"></a><span class="lineno">  399</span>&#160;    ThreadblockShape,</div><div class="line"><a name="l00400"></a><span class="lineno">  400</span>&#160;    WarpShape,</div><div class="line"><a name="l00401"></a><span class="lineno">  401</span>&#160;    <a class="code" href="structcutlass_1_1gemm_1_1GemmShape.html">GemmShape</a>&lt;1, 1, 1&gt;,</div><div class="line"><a name="l00402"></a><span class="lineno">  402</span>&#160;    EpilogueOutputOp,</div><div class="line"><a name="l00403"></a><span class="lineno">  403</span>&#160;    ThreadblockSwizzle,</div><div class="line"><a name="l00404"></a><span class="lineno">  404</span>&#160;    2,</div><div class="line"><a name="l00405"></a><span class="lineno">  405</span>&#160;    SplitKSerial,</div><div class="line"><a name="l00406"></a><span class="lineno">  406</span>&#160;    Operator&gt; {</div><div class="line"><a name="l00408"></a><span class="lineno">  408</span>&#160;  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01LayoutA_00_01kAlignmentA_00_01Edd80343e6570718ed237122e4ebf7fb5.html#a2582e9547846a602ce69e9b9ba445393">Mma</a> = <span class="keyword">typename</span> <a class="code" href="structcutlass_1_1gemm_1_1threadblock_1_1DefaultMma.html">cutlass::gemm::threadblock::DefaultMma</a>&lt;</div><div class="line"><a name="l00409"></a><span class="lineno">  409</span>&#160;      ElementA,</div><div class="line"><a name="l00410"></a><span class="lineno">  410</span>&#160;      LayoutA,</div><div class="line"><a name="l00411"></a><span class="lineno">  411</span>&#160;      kAlignmentA,</div><div class="line"><a name="l00412"></a><span class="lineno">  412</span>&#160;      ElementB,</div><div class="line"><a name="l00413"></a><span class="lineno">  413</span>&#160;      LayoutB,</div><div class="line"><a name="l00414"></a><span class="lineno">  414</span>&#160;      kAlignmentB,</div><div class="line"><a name="l00415"></a><span class="lineno">  415</span>&#160;      ElementAccumulator,</div><div class="line"><a name="l00416"></a><span class="lineno">  416</span>&#160;      <a class="code" href="classcutlass_1_1layout_1_1RowMajor.html">layout::RowMajor</a>,</div><div class="line"><a name="l00417"></a><span class="lineno">  417</span>&#160;      arch::OpClassSimt,</div><div class="line"><a name="l00418"></a><span class="lineno">  418</span>&#160;      <a class="code" href="structcutlass_1_1arch_1_1Sm50.html">arch::Sm50</a>,</div><div class="line"><a name="l00419"></a><span class="lineno">  419</span>&#160;      ThreadblockShape,</div><div class="line"><a name="l00420"></a><span class="lineno">  420</span>&#160;      WarpShape,</div><div class="line"><a name="l00421"></a><span class="lineno">  421</span>&#160;      <a class="code" href="structcutlass_1_1gemm_1_1GemmShape.html">GemmShape&lt;1, 1, 1&gt;</a>,</div><div class="line"><a name="l00422"></a><span class="lineno">  422</span>&#160;      2,</div><div class="line"><a name="l00423"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01LayoutA_00_01kAlignmentA_00_01Edd80343e6570718ed237122e4ebf7fb5.html#a2582e9547846a602ce69e9b9ba445393">  423</a></span>&#160;      Operator&gt;::ThreadblockMma;</div><div class="line"><a name="l00424"></a><span class="lineno">  424</span>&#160;</div><div class="line"><a name="l00425"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01LayoutA_00_01kAlignmentA_00_01Edd80343e6570718ed237122e4ebf7fb5.html#a168e0b333a9a3d867e994db59a6d8d12">  425</a></span>&#160;  <span class="keyword">static</span> <span class="keywordtype">int</span> <span class="keyword">const</span> kEpilogueElementsPerAccess = EpilogueOutputOp::kCount;</div><div class="line"><a name="l00426"></a><span class="lineno">  426</span>&#160;  <a class="code" href="platform_8h.html#adde4c9ea91b753491851361a4198c009">static_assert</a>(kEpilogueElementsPerAccess == 1, <span class="stringliteral">&quot;simt epilogue must operate on scalars&quot;</span>);</div><div class="line"><a name="l00427"></a><span class="lineno">  427</span>&#160;</div><div class="line"><a name="l00429"></a><span class="lineno">  429</span>&#160;  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01LayoutA_00_01kAlignmentA_00_01Edd80343e6570718ed237122e4ebf7fb5.html#a9313414846dc9ae891e73793e4781c5c">Epilogue</a> = <span class="keyword">typename</span> <a class="code" href="structcutlass_1_1epilogue_1_1threadblock_1_1DefaultEpilogueSimt.html">cutlass::epilogue::threadblock::DefaultEpilogueSimt</a>&lt;</div><div class="line"><a name="l00430"></a><span class="lineno">  430</span>&#160;      ThreadblockShape,</div><div class="line"><a name="l00431"></a><span class="lineno">  431</span>&#160;      <span class="keyword">typename</span> Mma::Operator,</div><div class="line"><a name="l00432"></a><span class="lineno">  432</span>&#160;      EpilogueOutputOp,</div><div class="line"><a name="l00433"></a><span class="lineno">  433</span>&#160;      kEpilogueElementsPerAccess</div><div class="line"><a name="l00434"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01LayoutA_00_01kAlignmentA_00_01Edd80343e6570718ed237122e4ebf7fb5.html#a9313414846dc9ae891e73793e4781c5c">  434</a></span>&#160;      &gt;<a class="code" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01LayoutA_00_01kAlignmentA_00_01Edd80343e6570718ed237122e4ebf7fb5.html#a9313414846dc9ae891e73793e4781c5c">::Epilogue</a>;</div><div class="line"><a name="l00435"></a><span class="lineno">  435</span>&#160;</div><div class="line"><a name="l00437"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01LayoutA_00_01kAlignmentA_00_01Edd80343e6570718ed237122e4ebf7fb5.html#ae9a5534db0472588efd37a632203685c">  437</a></span>&#160;  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1kernel_1_1Gemm.html">GemmKernel</a> = <a class="code" href="structcutlass_1_1gemm_1_1kernel_1_1Gemm.html">kernel::Gemm&lt;Mma, Epilogue, ThreadblockSwizzle, SplitKSerial&gt;</a>;</div><div class="line"><a name="l00438"></a><span class="lineno">  438</span>&#160;};</div><div class="line"><a name="l00439"></a><span class="lineno">  439</span>&#160;</div><div class="line"><a name="l00441"></a><span class="lineno">  441</span>&#160;</div><div class="line"><a name="l00444"></a><span class="lineno">  444</span>&#160;</div><div class="line"><a name="l00445"></a><span class="lineno">  445</span>&#160;<span class="keyword">template</span> &lt;</div><div class="line"><a name="l00447"></a><span class="lineno">  447</span>&#160;    <span class="keyword">typename</span> LayoutA,</div><div class="line"><a name="l00449"></a><span class="lineno">  449</span>&#160;    <span class="keywordtype">int</span> kAlignmentA,</div><div class="line"><a name="l00451"></a><span class="lineno">  451</span>&#160;    <span class="keyword">typename</span> LayoutB,</div><div class="line"><a name="l00453"></a><span class="lineno">  453</span>&#160;    <span class="keywordtype">int</span> kAlignmentB,</div><div class="line"><a name="l00455"></a><span class="lineno">  455</span>&#160;    <span class="keyword">typename</span> LayoutC,</div><div class="line"><a name="l00457"></a><span class="lineno">  457</span>&#160;    <span class="keyword">typename</span> ElementC,</div><div class="line"><a name="l00459"></a><span class="lineno">  459</span>&#160;    <span class="keyword">typename</span> ArchTag,</div><div class="line"><a name="l00461"></a><span class="lineno">  461</span>&#160;    <span class="keyword">typename</span> ElementAccumulator,</div><div class="line"><a name="l00463"></a><span class="lineno">  463</span>&#160;    <span class="keyword">typename</span> ThreadblockShape,</div><div class="line"><a name="l00465"></a><span class="lineno">  465</span>&#160;    <span class="keyword">typename</span> WarpShape,</div><div class="line"><a name="l00467"></a><span class="lineno">  467</span>&#160;    <span class="keyword">typename</span> EpilogueOutputOp,</div><div class="line"><a name="l00469"></a><span class="lineno">  469</span>&#160;    <span class="keyword">typename</span> ThreadblockSwizzle,</div><div class="line"><a name="l00472"></a><span class="lineno">  472</span>&#160;    <span class="keywordtype">bool</span> SplitKSerial,</div><div class="line"><a name="l00474"></a><span class="lineno">  474</span>&#160;    <span class="keyword">typename</span> Operator&gt;</div><div class="line"><a name="l00475"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01int8__t_00_01LayoutA_00_01kAlignmentA_00_01inf48440732c1c5f42ddbfaba179861815.html">  475</a></span>&#160;<span class="keyword">struct </span><a class="code" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm.html">DefaultGemm</a>&lt;int8_t, LayoutA, kAlignmentA, int8_t, LayoutB, kAlignmentB,</div><div class="line"><a name="l00476"></a><span class="lineno">  476</span>&#160;                   ElementC, LayoutC, ElementAccumulator, arch::OpClassSimt,</div><div class="line"><a name="l00477"></a><span class="lineno">  477</span>&#160;                   ArchTag, ThreadblockShape, WarpShape, <a class="code" href="structcutlass_1_1gemm_1_1GemmShape.html">GemmShape</a>&lt;1, 1, 4&gt;,</div><div class="line"><a name="l00478"></a><span class="lineno">  478</span>&#160;                   EpilogueOutputOp, ThreadblockSwizzle, 2, SplitKSerial,</div><div class="line"><a name="l00479"></a><span class="lineno">  479</span>&#160;                   Operator, false&gt; {</div><div class="line"><a name="l00480"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01int8__t_00_01LayoutA_00_01kAlignmentA_00_01inf48440732c1c5f42ddbfaba179861815.html#a4c8d0c1325787bba28ee7bf554839070">  480</a></span>&#160;  <span class="keyword">using</span> InstructionShape = <a class="code" href="structcutlass_1_1gemm_1_1GemmShape.html">GemmShape&lt;1, 1, 4&gt;</a>;</div><div class="line"><a name="l00481"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01int8__t_00_01LayoutA_00_01kAlignmentA_00_01inf48440732c1c5f42ddbfaba179861815.html#a1d734b7aae00825f298d3eb6e26adfbc">  481</a></span>&#160;  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01int8__t_00_01LayoutA_00_01kAlignmentA_00_01inf48440732c1c5f42ddbfaba179861815.html#a1d734b7aae00825f298d3eb6e26adfbc">ElementA</a> = int8_t;</div><div class="line"><a name="l00482"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01int8__t_00_01LayoutA_00_01kAlignmentA_00_01inf48440732c1c5f42ddbfaba179861815.html#ad17f4943855a049325765b741bead50a">  482</a></span>&#160;  <span class="keyword">using</span> ElementB = int8_t;</div><div class="line"><a name="l00483"></a><span class="lineno">  483</span>&#160;</div><div class="line"><a name="l00484"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01int8__t_00_01LayoutA_00_01kAlignmentA_00_01inf48440732c1c5f42ddbfaba179861815.html#a7cb5a75f551955069a6b43eb5f88d885">  484</a></span>&#160;  <span class="keyword">using</span> OperatorClass =  arch::OpClassSimt;</div><div class="line"><a name="l00486"></a><span class="lineno">  486</span>&#160;  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01int8__t_00_01LayoutA_00_01kAlignmentA_00_01inf48440732c1c5f42ddbfaba179861815.html#a9c029aa1ac8275a18aeaefa8a4469dfb">Mma</a> = <span class="keyword">typename</span> <a class="code" href="structcutlass_1_1gemm_1_1threadblock_1_1DefaultMma.html">cutlass::gemm::threadblock::DefaultMma</a>&lt;<a class="code" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01int8__t_00_01LayoutA_00_01kAlignmentA_00_01inf48440732c1c5f42ddbfaba179861815.html#a1d734b7aae00825f298d3eb6e26adfbc">ElementA</a>,</div><div class="line"><a name="l00487"></a><span class="lineno">  487</span>&#160;      LayoutA,</div><div class="line"><a name="l00488"></a><span class="lineno">  488</span>&#160;      kAlignmentA,</div><div class="line"><a name="l00489"></a><span class="lineno">  489</span>&#160;      ElementB,</div><div class="line"><a name="l00490"></a><span class="lineno">  490</span>&#160;      LayoutB,</div><div class="line"><a name="l00491"></a><span class="lineno">  491</span>&#160;      kAlignmentB,</div><div class="line"><a name="l00492"></a><span class="lineno">  492</span>&#160;      ElementAccumulator,</div><div class="line"><a name="l00493"></a><span class="lineno">  493</span>&#160;      LayoutC,</div><div class="line"><a name="l00494"></a><span class="lineno">  494</span>&#160;      arch::OpClassSimt,</div><div class="line"><a name="l00495"></a><span class="lineno">  495</span>&#160;      <a class="code" href="structcutlass_1_1arch_1_1Sm50.html">arch::Sm50</a>,</div><div class="line"><a name="l00496"></a><span class="lineno">  496</span>&#160;      ThreadblockShape,</div><div class="line"><a name="l00497"></a><span class="lineno">  497</span>&#160;      WarpShape,</div><div class="line"><a name="l00498"></a><span class="lineno">  498</span>&#160;      InstructionShape,</div><div class="line"><a name="l00499"></a><span class="lineno">  499</span>&#160;      2,</div><div class="line"><a name="l00500"></a><span class="lineno">  500</span>&#160;      Operator,</div><div class="line"><a name="l00501"></a><span class="lineno">  501</span>&#160;      <span class="keyword">false</span></div><div class="line"><a name="l00502"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01int8__t_00_01LayoutA_00_01kAlignmentA_00_01inf48440732c1c5f42ddbfaba179861815.html#a9c029aa1ac8275a18aeaefa8a4469dfb">  502</a></span>&#160;      &gt;::ThreadblockMma;</div><div class="line"><a name="l00503"></a><span class="lineno">  503</span>&#160;</div><div class="line"><a name="l00504"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01int8__t_00_01LayoutA_00_01kAlignmentA_00_01inf48440732c1c5f42ddbfaba179861815.html#ad2025c61a9ca42ea22fbf62e8a38e632">  504</a></span>&#160;  <span class="keyword">static</span> <span class="keywordtype">int</span> <span class="keyword">const</span> kEpilogueElementsPerAccess = EpilogueOutputOp::kCount;</div><div class="line"><a name="l00505"></a><span class="lineno">  505</span>&#160;  <a class="code" href="platform_8h.html#adde4c9ea91b753491851361a4198c009">static_assert</a>(kEpilogueElementsPerAccess == 1, <span class="stringliteral">&quot;simt epilogue must operate on scalars&quot;</span>);</div><div class="line"><a name="l00506"></a><span class="lineno">  506</span>&#160;</div><div class="line"><a name="l00508"></a><span class="lineno">  508</span>&#160;  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01int8__t_00_01LayoutA_00_01kAlignmentA_00_01inf48440732c1c5f42ddbfaba179861815.html#ae0d8ea41b9464dd460c7dc205fcaf1a3">Epilogue</a> = <span class="keyword">typename</span> <a class="code" href="structcutlass_1_1epilogue_1_1threadblock_1_1DefaultEpilogueSimt.html">cutlass::epilogue::threadblock::DefaultEpilogueSimt</a>&lt;</div><div class="line"><a name="l00509"></a><span class="lineno">  509</span>&#160;      ThreadblockShape,</div><div class="line"><a name="l00510"></a><span class="lineno">  510</span>&#160;      <span class="keyword">typename</span> Mma::Operator,</div><div class="line"><a name="l00511"></a><span class="lineno">  511</span>&#160;      EpilogueOutputOp,</div><div class="line"><a name="l00512"></a><span class="lineno">  512</span>&#160;      kEpilogueElementsPerAccess</div><div class="line"><a name="l00513"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01int8__t_00_01LayoutA_00_01kAlignmentA_00_01inf48440732c1c5f42ddbfaba179861815.html#ae0d8ea41b9464dd460c7dc205fcaf1a3">  513</a></span>&#160;      &gt;<a class="code" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01int8__t_00_01LayoutA_00_01kAlignmentA_00_01inf48440732c1c5f42ddbfaba179861815.html#ae0d8ea41b9464dd460c7dc205fcaf1a3">::Epilogue</a>;</div><div class="line"><a name="l00514"></a><span class="lineno">  514</span>&#160;</div><div class="line"><a name="l00516"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01int8__t_00_01LayoutA_00_01kAlignmentA_00_01inf48440732c1c5f42ddbfaba179861815.html#ad1951144aeb04c35900ab59ab7d0d9ef">  516</a></span>&#160;  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1kernel_1_1Gemm.html">GemmKernel</a> = <a class="code" href="structcutlass_1_1gemm_1_1kernel_1_1Gemm.html">kernel::Gemm&lt;Mma, Epilogue, ThreadblockSwizzle, SplitKSerial&gt;</a>;</div><div class="line"><a name="l00517"></a><span class="lineno">  517</span>&#160;};</div><div class="line"><a name="l00518"></a><span class="lineno">  518</span>&#160;</div><div class="line"><a name="l00519"></a><span class="lineno">  519</span>&#160;</div><div class="line"><a name="l00520"></a><span class="lineno">  520</span>&#160;<span class="preprocessor">#if defined(CUTLASS_ARCH_WMMA_ENABLED)</span></div><div class="line"><a name="l00521"></a><span class="lineno">  521</span>&#160;<span class="keyword">template</span> &lt;</div><div class="line"><a name="l00525"></a><span class="lineno">  525</span>&#160;    <span class="keyword">typename</span> <a class="code" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01int8__t_00_01LayoutA_00_01kAlignmentA_00_01inf48440732c1c5f42ddbfaba179861815.html#a1d734b7aae00825f298d3eb6e26adfbc">ElementA</a>,</div><div class="line"><a name="l00527"></a><span class="lineno">  527</span>&#160;    <span class="keyword">typename</span> LayoutA,</div><div class="line"><a name="l00529"></a><span class="lineno">  529</span>&#160;    <span class="keywordtype">int</span> kAlignmentA,</div><div class="line"><a name="l00531"></a><span class="lineno">  531</span>&#160;    <span class="keyword">typename</span> ElementB,</div><div class="line"><a name="l00533"></a><span class="lineno">  533</span>&#160;    <span class="keyword">typename</span> LayoutB,</div><div class="line"><a name="l00535"></a><span class="lineno">  535</span>&#160;    <span class="keywordtype">int</span> kAlignmentB,</div><div class="line"><a name="l00537"></a><span class="lineno">  537</span>&#160;    <span class="keyword">typename</span> ElementC,</div><div class="line"><a name="l00539"></a><span class="lineno">  539</span>&#160;    <span class="keyword">typename</span> LayoutC,</div><div class="line"><a name="l00541"></a><span class="lineno">  541</span>&#160;    <span class="keyword">typename</span> ElementAccumulator,</div><div class="line"><a name="l00543"></a><span class="lineno">  543</span>&#160;    <span class="keyword">typename</span> ArchTag,</div><div class="line"><a name="l00545"></a><span class="lineno">  545</span>&#160;    <span class="keyword">typename</span> ThreadblockShape,</div><div class="line"><a name="l00547"></a><span class="lineno">  547</span>&#160;    <span class="keyword">typename</span> WarpShape,</div><div class="line"><a name="l00549"></a><span class="lineno">  549</span>&#160;    <span class="keyword">typename</span> InstructionShape,</div><div class="line"><a name="l00551"></a><span class="lineno">  551</span>&#160;    <span class="keyword">typename</span> EpilogueOutputOp,</div><div class="line"><a name="l00553"></a><span class="lineno">  553</span>&#160;    <span class="keyword">typename</span> ThreadblockSwizzle,</div><div class="line"><a name="l00555"></a><span class="lineno">  555</span>&#160;    <span class="keywordtype">int</span> 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564</span>&#160;  ElementC, LayoutC, </div><div class="line"><a name="l00565"></a><span class="lineno">  565</span>&#160;  ElementAccumulator, </div><div class="line"><a name="l00566"></a><span class="lineno">  566</span>&#160;  arch::OpClassWmmaTensorOp,</div><div class="line"><a name="l00567"></a><span class="lineno">  567</span>&#160;  ArchTag, </div><div class="line"><a name="l00568"></a><span class="lineno">  568</span>&#160;  ThreadblockShape, WarpShape, InstructionShape,</div><div class="line"><a name="l00569"></a><span class="lineno">  569</span>&#160;  EpilogueOutputOp, </div><div class="line"><a name="l00570"></a><span class="lineno">  570</span>&#160;  ThreadblockSwizzle, </div><div class="line"><a name="l00571"></a><span class="lineno">  571</span>&#160;  Stages, </div><div class="line"><a name="l00572"></a><span class="lineno">  572</span>&#160;  SplitKSerial,</div><div class="line"><a name="l00573"></a><span class="lineno">  573</span>&#160;  Operator&gt; {</div><div class="line"><a name="l00575"></a><span class="lineno">  575</span>&#160;  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01int8__t_00_01LayoutA_00_01kAlignmentA_00_01inf48440732c1c5f42ddbfaba179861815.html#a9c029aa1ac8275a18aeaefa8a4469dfb">Mma</a> = <span class="keyword">typename</span> <a class="code" href="structcutlass_1_1gemm_1_1threadblock_1_1DefaultMma.html">cutlass::gemm::threadblock::DefaultMma</a>&lt;</div><div class="line"><a name="l00576"></a><span class="lineno">  576</span>&#160;      <a class="code" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01int8__t_00_01LayoutA_00_01kAlignmentA_00_01inf48440732c1c5f42ddbfaba179861815.html#a1d734b7aae00825f298d3eb6e26adfbc">ElementA</a>, LayoutA, kAlignmentA,</div><div class="line"><a name="l00577"></a><span class="lineno">  577</span>&#160;      ElementB, LayoutB, kAlignmentB,</div><div class="line"><a name="l00578"></a><span class="lineno">  578</span>&#160;      ElementAccumulator, LayoutC, </div><div class="line"><a name="l00579"></a><span class="lineno">  579</span>&#160;      arch::OpClassWmmaTensorOp, </div><div class="line"><a name="l00580"></a><span class="lineno">  580</span>&#160;      ArchTag,</div><div class="line"><a name="l00581"></a><span class="lineno">  581</span>&#160;      ThreadblockShape, </div><div class="line"><a name="l00582"></a><span class="lineno">  582</span>&#160;      WarpShape, </div><div class="line"><a name="l00583"></a><span class="lineno">  583</span>&#160;      InstructionShape, </div><div class="line"><a name="l00584"></a><span class="lineno">  584</span>&#160;      Stages,</div><div class="line"><a name="l00585"></a><span class="lineno">  585</span>&#160;      Operator&gt;::ThreadblockMma;</div><div class="line"><a name="l00586"></a><span class="lineno">  586</span>&#160;</div><div class="line"><a name="l00587"></a><span class="lineno">  587</span>&#160;  <span class="keyword">static</span> <span class="keyword">const</span> <span class="keywordtype">int</span> kPartitionsK = ThreadblockShape::kK / WarpShape::kK;</div><div class="line"><a name="l00588"></a><span class="lineno">  588</span>&#160;</div><div class="line"><a name="l00590"></a><span class="lineno">  590</span>&#160;  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01int8__t_00_01LayoutA_00_01kAlignmentA_00_01inf48440732c1c5f42ddbfaba179861815.html#ae0d8ea41b9464dd460c7dc205fcaf1a3">Epilogue</a> = <span class="keyword">typename</span> <a class="code" href="structcutlass_1_1epilogue_1_1threadblock_1_1DefaultEpilogueWmmaTensorOp.html">cutlass::epilogue::threadblock::DefaultEpilogueWmmaTensorOp</a>&lt;</div><div class="line"><a name="l00591"></a><span class="lineno">  591</span>&#160;      ThreadblockShape,</div><div class="line"><a name="l00592"></a><span class="lineno">  592</span>&#160;      <span class="keyword">typename</span> Mma::Operator, </div><div class="line"><a name="l00593"></a><span class="lineno">  593</span>&#160;      kPartitionsK, </div><div class="line"><a name="l00594"></a><span class="lineno">  594</span>&#160;      EpilogueOutputOp,</div><div class="line"><a name="l00595"></a><span class="lineno">  595</span>&#160;      EpilogueOutputOp::kCount</div><div class="line"><a name="l00596"></a><span class="lineno">  596</span>&#160;  &gt;<a class="code" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01int8__t_00_01LayoutA_00_01kAlignmentA_00_01inf48440732c1c5f42ddbfaba179861815.html#ae0d8ea41b9464dd460c7dc205fcaf1a3">::Epilogue</a>;</div><div class="line"><a name="l00597"></a><span class="lineno">  597</span>&#160;</div><div class="line"><a name="l00599"></a><span class="lineno">  599</span>&#160;  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1kernel_1_1Gemm.html">GemmKernel</a> = <a class="code" href="structcutlass_1_1gemm_1_1kernel_1_1Gemm.html">kernel::Gemm&lt;Mma, Epilogue, ThreadblockSwizzle, SplitKSerial&gt;</a>;</div><div class="line"><a name="l00600"></a><span class="lineno">  600</span>&#160;};</div><div class="line"><a name="l00602"></a><span class="lineno">  602</span>&#160;<span class="preprocessor">#endif //CUTLASS_ARCH_WMMA_ENABLED</span></div><div class="line"><a name="l00603"></a><span class="lineno">  603</span>&#160;</div><div class="line"><a name="l00605"></a><span class="lineno">  605</span>&#160;</div><div class="line"><a name="l00606"></a><span class="lineno">  606</span>&#160;}  <span class="comment">// namespace kernel</span></div><div class="line"><a name="l00607"></a><span class="lineno">  607</span>&#160;}  <span class="comment">// namespace gemm</span></div><div class="line"><a name="l00608"></a><span class="lineno">  608</span>&#160;}  <span class="comment">// namespace cutlass</span></div><div class="ttc" id="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01LayoutA_00_01kAlignmentA_00_01E044b039b2fe402f29b04a9f5feee5342_html_aa24fd6fd5e9ab4de4e0edec3226e044b"><div class="ttname"><a href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01LayoutA_00_01kAlignmentA_00_01E044b039b2fe402f29b04a9f5feee5342.html#aa24fd6fd5e9ab4de4e0edec3226e044b">cutlass::gemm::kernel::DefaultGemm&lt; ElementA, LayoutA, kAlignmentA, ElementB, LayoutB, kAlignmentB, ElementC, layout::RowMajor, ElementAccumulator, arch::OpClassTensorOp, arch::Sm70, ThreadblockShape, WarpShape, GemmShape&lt; 8, 8, 4 &gt;, EpilogueOutputOp, ThreadblockSwizzle, 2, SplitKSerial, Operator &gt;::Mma</a></div><div class="ttdeci">typename cutlass::gemm::threadblock::DefaultMma&lt; ElementA, LayoutA, kAlignmentA, ElementB, LayoutB, kAlignmentB, ElementAccumulator, layout::RowMajor, arch::OpClassTensorOp, arch::Sm70, ThreadblockShape, WarpShape, GemmShape&lt; 8, 8, 4 &gt;, 2, Operator &gt;::ThreadblockMma Mma</div><div class="ttdoc">Define the threadblock-scoped matrix multiply-accumulate. </div><div class="ttdef"><b>Definition:</b> default_gemm.h:335</div></div>
<div class="ttc" id="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_html"><div class="ttname"><a href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm.html">cutlass::gemm::kernel::DefaultGemm</a></div><div class="ttdef"><b>Definition:</b> default_gemm.h:116</div></div>
<div class="ttc" id="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01LayoutA_00_01kAlignmentA_00_01E5d78d37a9ae2ec08d7d477d571df036e_html_a04323cdfbd5109ceabcb5bf31d435798"><div class="ttname"><a href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01LayoutA_00_01kAlignmentA_00_01E5d78d37a9ae2ec08d7d477d571df036e.html#a04323cdfbd5109ceabcb5bf31d435798">cutlass::gemm::kernel::DefaultGemm&lt; ElementA, LayoutA, kAlignmentA, ElementB, LayoutB, kAlignmentB, ElementC, layout::RowMajor, ElementAccumulator, arch::OpClassTensorOp, arch::Sm75, ThreadblockShape, WarpShape, InstructionShape, EpilogueOutputOp, ThreadblockSwizzle, 2, SplitKSerial, Operator &gt;::Mma</a></div><div class="ttdeci">typename cutlass::gemm::threadblock::DefaultMma&lt; ElementA, LayoutA, kAlignmentA, ElementB, LayoutB, kAlignmentB, ElementAccumulator, layout::RowMajor, arch::OpClassTensorOp, arch::Sm75, ThreadblockShape, WarpShape, InstructionShape, 2, Operator &gt;::ThreadblockMma Mma</div><div class="ttdoc">Define the threadblock-scoped matrix multiply-accumulate. </div><div class="ttdef"><b>Definition:</b> default_gemm.h:186</div></div>
<div class="ttc" id="namespacecutlass_html"><div class="ttname"><a href="namespacecutlass.html">cutlass</a></div><div class="ttdef"><b>Definition:</b> aligned_buffer.h:35</div></div>
<div class="ttc" id="structcutlass_1_1epilogue_1_1threadblock_1_1DefaultEpilogueSimt_html"><div class="ttname"><a href="structcutlass_1_1epilogue_1_1threadblock_1_1DefaultEpilogueSimt.html">cutlass::epilogue::threadblock::DefaultEpilogueSimt</a></div><div class="ttdoc">Defines sensible defaults for epilogues for SimtOps. </div><div class="ttdef"><b>Definition:</b> default_epilogue_simt.h:70</div></div>
<div class="ttc" id="structcutlass_1_1arch_1_1Sm50_html"><div class="ttname"><a href="structcutlass_1_1arch_1_1Sm50.html">cutlass::arch::Sm50</a></div><div class="ttdef"><b>Definition:</b> arch.h:37</div></div>
<div class="ttc" id="default__epilogue__wmma__tensor__op_8h_html"><div class="ttname"><a href="default__epilogue__wmma__tensor__op_8h.html">default_epilogue_wmma_tensor_op.h</a></div><div class="ttdoc">Epilogue for threadblock scoped GEMMs using Tensor Ops. </div></div>
<div class="ttc" id="structcutlass_1_1arch_1_1Sm70_html"><div class="ttname"><a href="structcutlass_1_1arch_1_1Sm70.html">cutlass::arch::Sm70</a></div><div class="ttdef"><b>Definition:</b> arch.h:46</div></div>
<div class="ttc" id="include_2cutlass_2gemm_2gemm_8h_html"><div class="ttname"><a href="include_2cutlass_2gemm_2gemm_8h.html">gemm.h</a></div><div class="ttdoc">Defines common types used for all GEMM-like operators. </div></div>
<div class="ttc" id="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01layout_1_1ColumnMajorInterleave661fe54d13cc2c9153dcdf31e4beaa30_html_a3ff721fd6df7783d2481ff466ef9041b"><div class="ttname"><a href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01layout_1_1ColumnMajorInterleave661fe54d13cc2c9153dcdf31e4beaa30.html#a3ff721fd6df7783d2481ff466ef9041b">cutlass::gemm::kernel::DefaultGemm&lt; ElementA, layout::ColumnMajorInterleaved&lt; InterleavedK &gt;, kAlignmentA, ElementB, layout::RowMajorInterleaved&lt; InterleavedK &gt;, kAlignmentB, ElementC, layout::ColumnMajorInterleaved&lt; InterleavedK &gt;, int32_t, arch::OpClassTensorOp, arch::Sm75, ThreadblockShape, WarpShape, InstructionShape, EpilogueOutputOp, ThreadblockSwizzle, 2, SplitKSerial, Operator, IsBetaZero &gt;::Mma</a></div><div class="ttdeci">typename cutlass::gemm::threadblock::DefaultMma&lt; ElementA, LayoutA, kAlignmentA, ElementB, LayoutB, kAlignmentB, ElementAccumulator, LayoutC, arch::OpClassTensorOp, arch::Sm75, ThreadblockShape, WarpShape, InstructionShape, 2, Operator, true &gt;::ThreadblockMma Mma</div><div class="ttdoc">Define the threadblock-scoped matrix multiply-accumulate. </div><div class="ttdef"><b>Definition:</b> default_gemm.h:252</div></div>
<div class="ttc" id="default__mma_8h_html"><div class="ttname"><a href="default__mma_8h.html">default_mma.h</a></div><div class="ttdoc">Template for a pipelined GEMM kernel. Does not compute batching or support split-K. </div></div>
<div class="ttc" id="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01int8__t_00_01LayoutA_00_01kAlignmentA_00_01inf48440732c1c5f42ddbfaba179861815_html_a9c029aa1ac8275a18aeaefa8a4469dfb"><div class="ttname"><a href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01int8__t_00_01LayoutA_00_01kAlignmentA_00_01inf48440732c1c5f42ddbfaba179861815.html#a9c029aa1ac8275a18aeaefa8a4469dfb">cutlass::gemm::kernel::DefaultGemm&lt; int8_t, LayoutA, kAlignmentA, int8_t, LayoutB, kAlignmentB, ElementC, LayoutC, ElementAccumulator, arch::OpClassSimt, ArchTag, ThreadblockShape, WarpShape, GemmShape&lt; 1, 1, 4 &gt;, EpilogueOutputOp, ThreadblockSwizzle, 2, SplitKSerial, Operator, false &gt;::Mma</a></div><div class="ttdeci">typename cutlass::gemm::threadblock::DefaultMma&lt; ElementA, LayoutA, kAlignmentA, ElementB, LayoutB, kAlignmentB, ElementAccumulator, LayoutC, arch::OpClassSimt, arch::Sm50, ThreadblockShape, WarpShape, InstructionShape, 2, Operator, false &gt;::ThreadblockMma Mma</div><div class="ttdoc">Define the threadblock-scoped matrix multiply-accumulate. </div><div class="ttdef"><b>Definition:</b> default_gemm.h:502</div></div>
<div class="ttc" id="default__mma__core__sm70_8h_html"><div class="ttname"><a href="default__mma__core__sm70_8h.html">default_mma_core_sm70.h</a></div><div class="ttdoc">Defines basic properties needed by CTA-level GEMMs assuming expectations about data layout of the glo...</div></div>
<div class="ttc" id="structcutlass_1_1gemm_1_1threadblock_1_1DefaultMma_html"><div class="ttname"><a href="structcutlass_1_1gemm_1_1threadblock_1_1DefaultMma.html">cutlass::gemm::threadblock::DefaultMma</a></div><div class="ttdef"><b>Definition:</b> default_mma.h:87</div></div>
<div class="ttc" id="structcutlass_1_1arch_1_1Sm75_html"><div class="ttname"><a href="structcutlass_1_1arch_1_1Sm75.html">cutlass::arch::Sm75</a></div><div class="ttdef"><b>Definition:</b> arch.h:52</div></div>
<div class="ttc" id="linear__combination_8h_html"><div class="ttname"><a href="linear__combination_8h.html">linear_combination.h</a></div><div class="ttdoc">Functor performing linear combination operations used by epilogues. </div></div>
<div class="ttc" id="structcutlass_1_1sizeof__bits_html"><div class="ttname"><a href="structcutlass_1_1sizeof__bits.html">cutlass::sizeof_bits</a></div><div class="ttdoc">Defines the size of an element in bits. </div><div class="ttdef"><b>Definition:</b> numeric_types.h:42</div></div>
<div class="ttc" id="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01LayoutA_00_01kAlignmentA_00_01E044b039b2fe402f29b04a9f5feee5342_html_a39c63f9ec6ae91ac66ff51f7e132b27d"><div class="ttname"><a href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01LayoutA_00_01kAlignmentA_00_01E044b039b2fe402f29b04a9f5feee5342.html#a39c63f9ec6ae91ac66ff51f7e132b27d">cutlass::gemm::kernel::DefaultGemm&lt; ElementA, LayoutA, kAlignmentA, ElementB, LayoutB, kAlignmentB, ElementC, layout::RowMajor, ElementAccumulator, arch::OpClassTensorOp, arch::Sm70, ThreadblockShape, WarpShape, GemmShape&lt; 8, 8, 4 &gt;, EpilogueOutputOp, ThreadblockSwizzle, 2, SplitKSerial, Operator &gt;::Epilogue</a></div><div class="ttdeci">typename cutlass::epilogue::threadblock::DefaultEpilogueVoltaTensorOp&lt; ThreadblockShape, typename Mma::Operator, kPartitionsK, EpilogueOutputOp, EpilogueOutputOp::kCount &gt;::Epilogue Epilogue</div><div class="ttdoc">Define the epilogue. </div><div class="ttdef"><b>Definition:</b> default_gemm.h:346</div></div>
<div class="ttc" id="numeric__types_8h_html"><div class="ttname"><a href="numeric__types_8h.html">numeric_types.h</a></div><div class="ttdoc">Top-level include for all CUTLASS numeric types. </div></div>
<div class="ttc" id="structcutlass_1_1gemm_1_1GemmShape_html"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmShape.html">cutlass::gemm::GemmShape</a></div><div class="ttdoc">Shape of a matrix multiply-add operation. </div><div class="ttdef"><b>Definition:</b> include/cutlass/gemm/gemm.h:57</div></div>
<div class="ttc" id="platform_8h_html_adde4c9ea91b753491851361a4198c009"><div class="ttname"><a href="platform_8h.html#adde4c9ea91b753491851361a4198c009">static_assert</a></div><div class="ttdeci">#define static_assert(__e, __m)</div><div class="ttdef"><b>Definition:</b> platform.h:153</div></div>
<div class="ttc" id="default__epilogue__tensor__op_8h_html"><div class="ttname"><a href="default__epilogue__tensor__op_8h.html">default_epilogue_tensor_op.h</a></div><div class="ttdoc">Epilogue for threadblock scoped GEMMs using Tensor Ops. </div></div>
<div class="ttc" id="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01LayoutA_00_01kAlignmentA_00_01Edd80343e6570718ed237122e4ebf7fb5_html_a9313414846dc9ae891e73793e4781c5c"><div class="ttname"><a href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01LayoutA_00_01kAlignmentA_00_01Edd80343e6570718ed237122e4ebf7fb5.html#a9313414846dc9ae891e73793e4781c5c">cutlass::gemm::kernel::DefaultGemm&lt; ElementA, LayoutA, kAlignmentA, ElementB, LayoutB, kAlignmentB, ElementC, layout::RowMajor, ElementAccumulator, arch::OpClassSimt, ArchTag, ThreadblockShape, WarpShape, GemmShape&lt; 1, 1, 1 &gt;, EpilogueOutputOp, ThreadblockSwizzle, 2, SplitKSerial, Operator &gt;::Epilogue</a></div><div class="ttdeci">typename cutlass::epilogue::threadblock::DefaultEpilogueSimt&lt; ThreadblockShape, typename Mma::Operator, EpilogueOutputOp, kEpilogueElementsPerAccess &gt;::Epilogue Epilogue</div><div class="ttdoc">Define the epilogue. </div><div class="ttdef"><b>Definition:</b> default_gemm.h:434</div></div>
<div class="ttc" id="default__mma__core__sm75_8h_html"><div class="ttname"><a href="default__mma__core__sm75_8h.html">default_mma_core_sm75.h</a></div><div class="ttdoc">Defines basic properties needed by CTA-level GEMMs assuming expectations about data layout of the glo...</div></div>
<div class="ttc" id="structcutlass_1_1epilogue_1_1threadblock_1_1DefaultEpilogueVoltaTensorOp_html"><div class="ttname"><a href="structcutlass_1_1epilogue_1_1threadblock_1_1DefaultEpilogueVoltaTensorOp.html">cutlass::epilogue::threadblock::DefaultEpilogueVoltaTensorOp</a></div><div class="ttdoc">Defines sensible defaults for epilogues for TensorOps. </div><div class="ttdef"><b>Definition:</b> default_epilogue_volta_tensor_op.h:71</div></div>
<div class="ttc" id="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01LayoutA_00_01kAlignmentA_00_01E5d78d37a9ae2ec08d7d477d571df036e_html_ac17af6195623850c325a2807e09f6b16"><div class="ttname"><a href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01LayoutA_00_01kAlignmentA_00_01E5d78d37a9ae2ec08d7d477d571df036e.html#ac17af6195623850c325a2807e09f6b16">cutlass::gemm::kernel::DefaultGemm&lt; ElementA, LayoutA, kAlignmentA, ElementB, LayoutB, kAlignmentB, ElementC, layout::RowMajor, ElementAccumulator, arch::OpClassTensorOp, arch::Sm75, ThreadblockShape, WarpShape, InstructionShape, EpilogueOutputOp, ThreadblockSwizzle, 2, SplitKSerial, Operator &gt;::Epilogue</a></div><div class="ttdeci">typename cutlass::epilogue::threadblock::DefaultEpilogueTensorOp&lt; ThreadblockShape, typename Mma::Operator, kPartitionsK, EpilogueOutputOp, EpilogueOutputOp::kCount &gt;::Epilogue Epilogue</div><div class="ttdoc">Define the epilogue. </div><div class="ttdef"><b>Definition:</b> default_gemm.h:197</div></div>
<div class="ttc" id="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01layout_1_1ColumnMajorInterleave661fe54d13cc2c9153dcdf31e4beaa30_html_a783138201801f2fa054aa7bc21a8933b"><div class="ttname"><a href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01layout_1_1ColumnMajorInterleave661fe54d13cc2c9153dcdf31e4beaa30.html#a783138201801f2fa054aa7bc21a8933b">cutlass::gemm::kernel::DefaultGemm&lt; ElementA, layout::ColumnMajorInterleaved&lt; InterleavedK &gt;, kAlignmentA, ElementB, layout::RowMajorInterleaved&lt; InterleavedK &gt;, kAlignmentB, ElementC, layout::ColumnMajorInterleaved&lt; InterleavedK &gt;, int32_t, arch::OpClassTensorOp, arch::Sm75, ThreadblockShape, WarpShape, InstructionShape, EpilogueOutputOp, ThreadblockSwizzle, 2, SplitKSerial, Operator, IsBetaZero &gt;::Epilogue</a></div><div class="ttdeci">typename cutlass::epilogue::threadblock::DefaultInterleavedEpilogueTensorOp&lt; ThreadblockShape, typename Mma::Operator, kPartitionsK, EpilogueOutputOp, 64/sizeof_bits&lt; ElementC &gt;::value, InterleavedK, IsBetaZero &gt;::Epilogue Epilogue</div><div class="ttdoc">Define the epilogue. </div><div class="ttdef"><b>Definition:</b> default_gemm.h:261</div></div>
<div class="ttc" id="classcutlass_1_1layout_1_1RowMajor_html"><div class="ttname"><a href="classcutlass_1_1layout_1_1RowMajor.html">cutlass::layout::RowMajor</a></div><div class="ttdoc">Mapping function for row-major matrices. </div><div class="ttdef"><b>Definition:</b> layout/matrix.h:50</div></div>
<div class="ttc" id="epilogue_8h_html"><div class="ttname"><a href="epilogue_8h.html">epilogue.h</a></div><div class="ttdoc">Epilogue for threadblock scoped GEMMs using Tensor Ops. </div></div>
<div class="ttc" id="structcutlass_1_1gemm_1_1kernel_1_1Gemm_html"><div class="ttname"><a href="structcutlass_1_1gemm_1_1kernel_1_1Gemm.html">cutlass::gemm::kernel::Gemm</a></div><div class="ttdef"><b>Definition:</b> include/cutlass/gemm/kernel/gemm.h:52</div></div>
<div class="ttc" id="layout_2matrix_8h_html"><div class="ttname"><a href="layout_2matrix_8h.html">matrix.h</a></div><div class="ttdoc">Defines layout functions used by TensorRef and derived classes. </div></div>
<div class="ttc" id="structcutlass_1_1epilogue_1_1threadblock_1_1DefaultEpilogueWmmaTensorOp_html"><div class="ttname"><a href="structcutlass_1_1epilogue_1_1threadblock_1_1DefaultEpilogueWmmaTensorOp.html">cutlass::epilogue::threadblock::DefaultEpilogueWmmaTensorOp</a></div><div class="ttdoc">Defines sensible defaults for epilogues for WMMA TensorOps. </div><div class="ttdef"><b>Definition:</b> default_epilogue_wmma_tensor_op.h:71</div></div>
<div class="ttc" id="structcutlass_1_1epilogue_1_1threadblock_1_1DefaultInterleavedEpilogueTensorOp_html"><div class="ttname"><a href="structcutlass_1_1epilogue_1_1threadblock_1_1DefaultInterleavedEpilogueTensorOp.html">cutlass::epilogue::threadblock::DefaultInterleavedEpilogueTensorOp</a></div><div class="ttdef"><b>Definition:</b> default_epilogue_tensor_op.h:147</div></div>
<div class="ttc" id="gemm_2threadblock_2threadblock__swizzle_8h_html"><div class="ttname"><a href="gemm_2threadblock_2threadblock__swizzle_8h.html">threadblock_swizzle.h</a></div><div class="ttdoc">Implements several possible threadblock-swizzling functions mapping blockIdx to GEMM problems...</div></div>
<div class="ttc" id="structcutlass_1_1layout_1_1ColumnMajorInterleaved_html"><div class="ttname"><a href="structcutlass_1_1layout_1_1ColumnMajorInterleaved.html">cutlass::layout::ColumnMajorInterleaved</a></div><div class="ttdef"><b>Definition:</b> layout/matrix.h:343</div></div>
<div class="ttc" id="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01LayoutA_00_01kAlignmentA_00_01Edd80343e6570718ed237122e4ebf7fb5_html_a2582e9547846a602ce69e9b9ba445393"><div class="ttname"><a href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01LayoutA_00_01kAlignmentA_00_01Edd80343e6570718ed237122e4ebf7fb5.html#a2582e9547846a602ce69e9b9ba445393">cutlass::gemm::kernel::DefaultGemm&lt; ElementA, LayoutA, kAlignmentA, ElementB, LayoutB, kAlignmentB, ElementC, layout::RowMajor, ElementAccumulator, arch::OpClassSimt, ArchTag, ThreadblockShape, WarpShape, GemmShape&lt; 1, 1, 1 &gt;, EpilogueOutputOp, ThreadblockSwizzle, 2, SplitKSerial, Operator &gt;::Mma</a></div><div class="ttdeci">typename cutlass::gemm::threadblock::DefaultMma&lt; ElementA, LayoutA, kAlignmentA, ElementB, LayoutB, kAlignmentB, ElementAccumulator, layout::RowMajor, arch::OpClassSimt, arch::Sm50, ThreadblockShape, WarpShape, GemmShape&lt; 1, 1, 1 &gt;, 2, Operator &gt;::ThreadblockMma Mma</div><div class="ttdoc">Define the threadblock-scoped matrix multiply-accumulate. </div><div class="ttdef"><b>Definition:</b> default_gemm.h:423</div></div>
<div class="ttc" id="default__mma__core__simt_8h_html"><div class="ttname"><a href="default__mma__core__simt_8h.html">default_mma_core_simt.h</a></div><div class="ttdoc">Defines basic properties needed by CTA-level GEMMs assuming expectations about data layout of the glo...</div></div>
<div class="ttc" id="transform_2threadblock_2predicated__tile__iterator_8h_html"><div class="ttname"><a href="transform_2threadblock_2predicated__tile__iterator_8h.html">predicated_tile_iterator.h</a></div><div class="ttdoc">Templates implementing loading of tiles from pitch-linear rank=2 tensors. </div></div>
<div class="ttc" id="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01int8__t_00_01LayoutA_00_01kAlignmentA_00_01inf48440732c1c5f42ddbfaba179861815_html_a1d734b7aae00825f298d3eb6e26adfbc"><div class="ttname"><a href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01int8__t_00_01LayoutA_00_01kAlignmentA_00_01inf48440732c1c5f42ddbfaba179861815.html#a1d734b7aae00825f298d3eb6e26adfbc">cutlass::gemm::kernel::DefaultGemm&lt; int8_t, LayoutA, kAlignmentA, int8_t, LayoutB, kAlignmentB, ElementC, LayoutC, ElementAccumulator, arch::OpClassSimt, ArchTag, ThreadblockShape, WarpShape, GemmShape&lt; 1, 1, 4 &gt;, EpilogueOutputOp, ThreadblockSwizzle, 2, SplitKSerial, Operator, false &gt;::ElementA</a></div><div class="ttdeci">int8_t ElementA</div><div class="ttdef"><b>Definition:</b> default_gemm.h:481</div></div>
<div class="ttc" id="gemm__pipelined_8h_html"><div class="ttname"><a href="gemm__pipelined_8h.html">gemm_pipelined.h</a></div><div class="ttdoc">Template for a pipelined GEMM kernel. Does not compute batching or support split-K. </div></div>
<div class="ttc" id="wmma_8h_html"><div class="ttname"><a href="wmma_8h.html">wmma.h</a></div><div class="ttdoc">Templates exposing architecture support for warp matrix multiply-add (WMMA) operations. </div></div>
<div class="ttc" id="structcutlass_1_1epilogue_1_1threadblock_1_1DefaultEpilogueTensorOp_html"><div class="ttname"><a href="structcutlass_1_1epilogue_1_1threadblock_1_1DefaultEpilogueTensorOp.html">cutlass::epilogue::threadblock::DefaultEpilogueTensorOp</a></div><div class="ttdoc">Defines sensible defaults for epilogues for TensorOps. </div><div class="ttdef"><b>Definition:</b> default_epilogue_tensor_op.h:72</div></div>
<div class="ttc" id="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01int8__t_00_01LayoutA_00_01kAlignmentA_00_01inf48440732c1c5f42ddbfaba179861815_html_ae0d8ea41b9464dd460c7dc205fcaf1a3"><div class="ttname"><a href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01int8__t_00_01LayoutA_00_01kAlignmentA_00_01inf48440732c1c5f42ddbfaba179861815.html#ae0d8ea41b9464dd460c7dc205fcaf1a3">cutlass::gemm::kernel::DefaultGemm&lt; int8_t, LayoutA, kAlignmentA, int8_t, LayoutB, kAlignmentB, ElementC, LayoutC, ElementAccumulator, arch::OpClassSimt, ArchTag, ThreadblockShape, WarpShape, GemmShape&lt; 1, 1, 4 &gt;, EpilogueOutputOp, ThreadblockSwizzle, 2, SplitKSerial, Operator, false &gt;::Epilogue</a></div><div class="ttdeci">typename cutlass::epilogue::threadblock::DefaultEpilogueSimt&lt; ThreadblockShape, typename Mma::Operator, EpilogueOutputOp, kEpilogueElementsPerAccess &gt;::Epilogue Epilogue</div><div class="ttdoc">Define the epilogue. </div><div class="ttdef"><b>Definition:</b> default_gemm.h:513</div></div>
<div class="ttc" id="cutlass_8h_html"><div class="ttname"><a href="cutlass_8h.html">cutlass.h</a></div><div class="ttdoc">Basic include for CUTLASS. </div></div>
<div class="ttc" id="include_2cutlass_2gemm_2kernel_2gemm_8h_html"><div class="ttname"><a href="include_2cutlass_2gemm_2kernel_2gemm_8h.html">gemm.h</a></div><div class="ttdoc">Template for a pipelined GEMM kernel. Does not compute batching or support split-K. </div></div>
<div class="ttc" id="default__epilogue__simt_8h_html"><div class="ttname"><a href="default__epilogue__simt_8h.html">default_epilogue_simt.h</a></div><div class="ttdoc">Epilogue for threadblock scoped GEMMs using SIMT. </div></div>
<div class="ttc" id="default__epilogue__volta__tensor__op_8h_html"><div class="ttname"><a href="default__epilogue__volta__tensor__op_8h.html">default_epilogue_volta_tensor_op.h</a></div><div class="ttdoc">Epilogue for threadblock scoped GEMMs using Tensor Ops on Volta. </div></div>
<div class="ttc" id="structcutlass_1_1layout_1_1RowMajorInterleaved_html"><div class="ttname"><a href="structcutlass_1_1layout_1_1RowMajorInterleaved.html">cutlass::layout::RowMajorInterleaved</a></div><div class="ttdef"><b>Definition:</b> layout/matrix.h:237</div></div>
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